Estimation and Inference for High Dimensional Mediation and Surrogate Analysis

Estimates and provides inference for quantities that assess high dimensional mediation and potential surrogate markers including the direct effect of treatment, indirect effect of treatment, and the proportion of treatment effect explained by a surrogate/mediator; details are described in Zhou et al (2022) and Zhou et al (2020) . This package relies on the optimization software 'MOSEK', < https://www.mosek.com>.


Reference manual

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install.packages("freebird")

1.0 by Layla Parast, 4 years ago


Browse source code at https://github.com/cran/freebird


Authors: Ruixuan Zhou [aut, cph] , Dave Zhao [aut, cph] , Layla Parast [cre]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports stats, MASS

Depends on scalreg, Rmosek, Matrix


See at CRAN